Upload Date | September 26 2022 08:02 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-F916U |
Model ID | samsung SM-F916U |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.09 GHz |
Memory Information | |
---|---|
Size | 10.35 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
681
72.9 IPS |
|
Image Classification (F16)
|
100% |
1054
112.9 IPS |
|
Image Classification (I8)
|
80% |
1232
132.0 IPS |
|
Image Segmentation (F32)
|
100% |
903
5.58 IPS |
|
Image Segmentation (F16)
|
100% |
1088
6.72 IPS |
|
Image Segmentation (I8)
|
89% |
2947
18.2 IPS |
|
Pose Estimation (F32)
|
100% |
457
1.85 IPS |
|
Pose Estimation (F16)
|
100% |
1681
6.80 IPS |
|
Pose Estimation (I8)
|
80% |
5242
21.2 IPS |
|
Object Detection (F32)
|
100% |
512
18.0 IPS |
|
Object Detection (F16)
|
100% |
639
22.4 IPS |
|
Object Detection (I8)
|
52% |
1231
43.2 IPS |
|
Face Detection (F32)
|
100% |
946
10.9 IPS |
|
Face Detection (F16)
|
97% |
1138
13.1 IPS |
|
Face Detection (I8)
|
75% |
4043
46.4 IPS |
|
Text Classification (F32)
|
54% |
12
4.64 IPS |
|
Text Classification (F16)
|
54% |
11
4.45 IPS |
|
Machine Translation (F32)
|
100% |
590
91.0 IPS |
|
Machine Translation (F16)
|
100% |
593
91.4 IPS |